Applications of Different Weighting Schemes to Improve Pathway-Based Analysis

Table 7

Prediction rates of top 20 type II diabetes pathways selected in the global test under each weighting scheme.

Prediction methods	Uniform	absT	Qdiff	RWV	RWM
LDA	0.57	0.58	0.53	0.55	0.81
SVML	0.61	0.59	0.58	0.61	0.79
SVMP	0.51	0.53	0.51	0.53	0.74
KNN	0.55	0.68	0.53	0.59	0.76